Matches in SemOpenAlex for { <https://semopenalex.org/work/W3100147900> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W3100147900 abstract "Cross-lingual semantic role labeling (SRL) aims at leveraging resources in a source language to minimize the effort required to construct annotations or models for a new target language. Recent approaches rely on word alignments, machine translation engines, or preprocessing tools such as parsers or taggers. We propose a cross-lingual SRL model which only requires annotations in a source language and access to raw text in the form of a parallel corpus. The backbone of our model is an LSTM-based semantic role labeler jointly trained with a semantic role compressor and multilingual word embeddings. The compressor collects useful information from the output of the semantic role labeler, filtering noisy and conflicting evidence. It lives in a multilingual embedding space and provides direct supervision for predicting semantic roles in the target language. Results on the Universal Proposition Bank and manually annotated datasets show that our method is highly effective, even against systems utilizing supervised features." @default.
- W3100147900 created "2020-11-23" @default.
- W3100147900 creator A5041024491 @default.
- W3100147900 creator A5069272117 @default.
- W3100147900 date "2020-01-01" @default.
- W3100147900 modified "2023-10-03" @default.
- W3100147900 title "Alignment-free Cross-lingual Semantic Role Labeling" @default.
- W3100147900 cites W1818534184 @default.
- W3100147900 cites W19634895 @default.
- W3100147900 cites W2004450254 @default.
- W3100147900 cites W2015707701 @default.
- W3100147900 cites W2016522586 @default.
- W3100147900 cites W2064675550 @default.
- W3100147900 cites W2103006268 @default.
- W3100147900 cites W2103076621 @default.
- W3100147900 cites W2106604217 @default.
- W3100147900 cites W2115057736 @default.
- W3100147900 cites W2126851059 @default.
- W3100147900 cites W2146822472 @default.
- W3100147900 cites W2158847908 @default.
- W3100147900 cites W22168010 @default.
- W3100147900 cites W2250313959 @default.
- W3100147900 cites W2251599843 @default.
- W3100147900 cites W2251617420 @default.
- W3100147900 cites W2252171041 @default.
- W3100147900 cites W2397198482 @default.
- W3100147900 cites W2566063862 @default.
- W3100147900 cites W2740765036 @default.
- W3100147900 cites W2786081970 @default.
- W3100147900 cites W2891555348 @default.
- W3100147900 cites W2891691791 @default.
- W3100147900 cites W2932508248 @default.
- W3100147900 cites W2952345041 @default.
- W3100147900 cites W2952768586 @default.
- W3100147900 cites W2963118869 @default.
- W3100147900 cites W2963341956 @default.
- W3100147900 cites W2963435215 @default.
- W3100147900 cites W2963724887 @default.
- W3100147900 cites W2963756386 @default.
- W3100147900 cites W2963964898 @default.
- W3100147900 cites W2964121744 @default.
- W3100147900 cites W2964308564 @default.
- W3100147900 cites W2970469088 @default.
- W3100147900 cites W2971160427 @default.
- W3100147900 doi "https://doi.org/10.18653/v1/2020.emnlp-main.319" @default.
- W3100147900 hasPublicationYear "2020" @default.
- W3100147900 type Work @default.
- W3100147900 sameAs 3100147900 @default.
- W3100147900 citedByCount "5" @default.
- W3100147900 countsByYear W31001479002021 @default.
- W3100147900 crossrefType "proceedings-article" @default.
- W3100147900 hasAuthorship W3100147900A5041024491 @default.
- W3100147900 hasAuthorship W3100147900A5069272117 @default.
- W3100147900 hasBestOaLocation W31001479001 @default.
- W3100147900 hasConcept C137293760 @default.
- W3100147900 hasConcept C138885662 @default.
- W3100147900 hasConcept C154945302 @default.
- W3100147900 hasConcept C186644900 @default.
- W3100147900 hasConcept C203005215 @default.
- W3100147900 hasConcept C204321447 @default.
- W3100147900 hasConcept C2777462759 @default.
- W3100147900 hasConcept C2777530160 @default.
- W3100147900 hasConcept C34736171 @default.
- W3100147900 hasConcept C41008148 @default.
- W3100147900 hasConcept C41608201 @default.
- W3100147900 hasConcept C41895202 @default.
- W3100147900 hasConcept C67277372 @default.
- W3100147900 hasConcept C90805587 @default.
- W3100147900 hasConceptScore W3100147900C137293760 @default.
- W3100147900 hasConceptScore W3100147900C138885662 @default.
- W3100147900 hasConceptScore W3100147900C154945302 @default.
- W3100147900 hasConceptScore W3100147900C186644900 @default.
- W3100147900 hasConceptScore W3100147900C203005215 @default.
- W3100147900 hasConceptScore W3100147900C204321447 @default.
- W3100147900 hasConceptScore W3100147900C2777462759 @default.
- W3100147900 hasConceptScore W3100147900C2777530160 @default.
- W3100147900 hasConceptScore W3100147900C34736171 @default.
- W3100147900 hasConceptScore W3100147900C41008148 @default.
- W3100147900 hasConceptScore W3100147900C41608201 @default.
- W3100147900 hasConceptScore W3100147900C41895202 @default.
- W3100147900 hasConceptScore W3100147900C67277372 @default.
- W3100147900 hasConceptScore W3100147900C90805587 @default.
- W3100147900 hasLocation W31001479001 @default.
- W3100147900 hasOpenAccess W3100147900 @default.
- W3100147900 hasPrimaryLocation W31001479001 @default.
- W3100147900 hasRelatedWork W10667231 @default.
- W3100147900 hasRelatedWork W11531451 @default.
- W3100147900 hasRelatedWork W1266808 @default.
- W3100147900 hasRelatedWork W12967685 @default.
- W3100147900 hasRelatedWork W13343785 @default.
- W3100147900 hasRelatedWork W13780460 @default.
- W3100147900 hasRelatedWork W1619002 @default.
- W3100147900 hasRelatedWork W4629839 @default.
- W3100147900 hasRelatedWork W5516682 @default.
- W3100147900 hasRelatedWork W8912579 @default.
- W3100147900 isParatext "false" @default.
- W3100147900 isRetracted "false" @default.
- W3100147900 magId "3100147900" @default.
- W3100147900 workType "article" @default.